Triple

T17347331
Position Surface form Disambiguated ID Type / Status
Subject Claude Lefort E421717 entity
Predicate notableWork P4 FINISHED
Object Complications: Communism and the Dilemmas of Democracy NE ONDG

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Complications: Communism and the Dilemmas of Democracy | Statement: [Claude Lefort, notableWork, Complications: Communism and the Dilemmas of Democracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Complications: Communism and the Dilemmas of Democracy
Context triple: [Claude Lefort, notableWork, Complications: Communism and the Dilemmas of Democracy]
  • A. The Democratic and the Authoritarian State
    The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
  • B. Democracy and Its Critics
    Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
  • C. The Democratic Paradox
    The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
  • D. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • E. Capitalism, Socialism and Democracy
    Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Complications: Communism and the Dilemmas of Democracy
Triple: [Claude Lefort, notableWork, Complications: Communism and the Dilemmas of Democracy]
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Complications: Communism and the Dilemmas of Democracy
Target entity description: Complications: Communism and the Dilemmas of Democracy is a collection of political-philosophical essays by Claude Lefort examining the nature of modern democracy through a critical analysis of communism and totalitarianism.
  • A. The Democratic and the Authoritarian State
    The Democratic and the Authoritarian State is a political theory work by Franz Neumann that analyzes and contrasts the structures, principles, and dynamics of democratic and authoritarian political systems.
  • B. Democracy and Its Critics
    Democracy and Its Critics is a major work of political theory by Robert A. Dahl that systematically examines, defends, and refines the principles and practice of modern democracy against its main philosophical challenges.
  • C. The Democratic Paradox
    The Democratic Paradox is a political theory book by Chantal Mouffe that explores the tensions between liberalism and democracy and argues for an “agonistic” model of pluralist democratic politics.
  • D. The Crisis of Democracy
    The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
  • E. Capitalism, Socialism and Democracy
    Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
  • F. None of above. chosen

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d889d520008190a26917a95bf1c2ea completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a2a2ee48190976732e654a40053 completed April 19, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0195546198819085804ec0b5b18040 completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a01965807cc819088792a88b8a099d3 in_progress May 11, 2026, 8:42 a.m.
Created at: April 10, 2026, 5:44 a.m.